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<a href="matching__matrix_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#ifndef MATCHING_MATRIX_HPP</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#define MATCHING_MATRIX_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="preprocessor">#include &lt;stdexcept&gt;</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#include &lt;iostream&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="preprocessor">#include &lt;sstream&gt;</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="preprocessor">#include &lt;fstream&gt;</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="preprocessor">#include &lt;stdexcept&gt;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="matrix_8hpp.html">matrix.hpp</a>&quot;</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="partition_8hpp.html">partition.hpp</a>&quot;</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="verbose__global_8hpp.html">verbose_global.hpp</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacesm.html">sm</a> {</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="keyword">template</span> &lt; <span class="keyword">class</span> T_INSTANCES_CLUSTER_K&gt;</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html">   40</a></span>&#160;<span class="keyword">class </span><a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix</a>: <span class="keyword">public</span> <a class="code" href="classmat_1_1_matrix_row.html">mat::MatrixRow</a>&lt;T_INSTANCES_CLUSTER_K&gt; </div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;{</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a5297a560ebc9dbcd799cee316864da0c">   43</a></span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#a5297a560ebc9dbcd799cee316864da0c">PartitionMatrix</a>()</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    : <a class="code" href="namespacemat.html">mat</a>::<a class="code" href="classmat_1_1_matrix_row.html#a9afc9fb38ef52b3d60fb684eb3bea74d">MatrixRow</a>&lt;T_INSTANCES_CLUSTER_K&gt;()</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    , <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>(0)</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;  {}</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    </div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#a5297a560ebc9dbcd799cee316864da0c">PartitionMatrix</a></div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#ad2adc69493c43afb99cb618ce335b2be">   49</a></span>&#160;  (<span class="keyword">const</span> <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>                    aist_numClusterK,</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;   <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp;  aivectorstr_labelClusterV)</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;   : <a class="code" href="classmat_1_1_matrix_row.html">mat::MatrixRow&lt;T_INSTANCES_CLUSTER_K&gt;</a>(aivectorstr_labelClusterV.size()+1,aist_numClusterK+1)</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;   , <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>(aivectorstr_labelClusterV)</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;  {}</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;</div><div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#aecb1055861b5478b4fc843742b70ba9c">   55</a></span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#aecb1055861b5478b4fc843742b70ba9c">PartitionMatrix</a>(<a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a> &amp;&amp;B)</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    : <a class="code" href="namespacemat.html">mat</a>::<a class="code" href="classmat_1_1_matrix_row.html#a9afc9fb38ef52b3d60fb684eb3bea74d">MatrixRow</a>&lt;T_INSTANCES_CLUSTER_K&gt;(B)</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    , <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>(B.<a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>)</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;  {}</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;</div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#ac516cf8171e0cf0996bd072c7fdcb5f7">   60</a></span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#ac516cf8171e0cf0996bd072c7fdcb5f7">PartitionMatrix</a>(<span class="keyword">const</span> <a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a> &amp;B)</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    : <a class="code" href="namespacemat.html">mat</a>::<a class="code" href="classmat_1_1_matrix_row.html#a9afc9fb38ef52b3d60fb684eb3bea74d">MatrixRow</a>&lt;T_INSTANCES_CLUSTER_K&gt;(B)</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    , <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>(B.<a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>)</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;  {}</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;</div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a647eefe8a171fb0c0453c22079d11cae">   65</a></span>&#160;  <span class="keyword">virtual</span> <a class="code" href="classsm_1_1_partition_matrix.html#a647eefe8a171fb0c0453c22079d11cae">~PartitionMatrix</a>() { } </div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a>&amp;</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a833e4e97cbbeff08eb1c2dbf5205c9b2">   68</a></span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#a833e4e97cbbeff08eb1c2dbf5205c9b2">operator=</a>(<span class="keyword">const</span> <a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a> &amp;B)</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;  {</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;    <span class="keywordflow">if</span> ( <span class="keyword">this</span> != &amp;B) {</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;      <a class="code" href="classmat_1_1_matrix_row.html#aeebda2b9d1a7d875376ea1aabc5f135b">mat::MatrixRow&lt;T_INSTANCES_CLUSTER_K&gt;::operator=</a>(B);</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;      <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a> = B.<a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>;</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    }</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;    <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;  }</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;  </div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a></div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a1f230164e0ff4ab58ae160eac7adc2ea">   78</a></span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#a1f230164e0ff4ab58ae160eac7adc2ea">operator=</a>(<a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a> &amp;&amp;B)</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;  {</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;    <span class="keywordflow">if</span> ( <span class="keyword">this</span> != &amp;B) {</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;      <a class="code" href="classmat_1_1_matrix_row.html#aeebda2b9d1a7d875376ea1aabc5f135b">mat::MatrixRow&lt;T_INSTANCES_CLUSTER_K&gt;::operator=</a>(B);</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;      <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a> = B._vectorstr_labelClusterV;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;    }</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;  }</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;  </div><div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a287f8807a0b9c0066b2f799f2814c721">   87</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classsm_1_1_partition_matrix.html#a287f8807a0b9c0066b2f799f2814c721">sumPartitionTable</a>()</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;  {</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    T_INSTANCES_CLUSTER_K lul_sumTmp; </div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> list_numClassU = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> list_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;    <span class="comment">/*SUM ROWS*/</span></div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 0; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; list_numClassU; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++) {</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;      lul_sumTmp = T_INSTANCES_CLUSTER_K(0);      </div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; list_numClusterV; li_j++) { </div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;        lul_sumTmp += (*this)(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>,li_j);               </div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;      }</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;      (*this)(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>, list_numClusterV) =  lul_sumTmp;</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;    }</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;  </div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="comment">/*SUM COLUMS*/</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt;= list_numClusterV; li_j++) {</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;      lul_sumTmp = T_INSTANCES_CLUSTER_K(0); </div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 0; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; list_numClassU; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++){  </div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;        lul_sumTmp += (*this)(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>,li_j);</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;      }</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;      (*this)(list_numClassU, li_j) =  lul_sumTmp;</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    }</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;  }</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;  <span class="keyword">inline</span> </div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;  <span class="keyword">const</span> T_INSTANCES_CLUSTER_K </div><div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a44dc24e09318534ce4f8dab5ccae531f">  114</a></span>&#160;  <a class="code" href="classsm_1_1_partition_matrix.html#a44dc24e09318534ce4f8dab5ccae531f">getNumObjetos</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;    <span class="keywordflow">return</span> (*<span class="keyword">this</span>)</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;      (this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1,</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;       this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;       );</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;  }</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;</div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a099bf420ceec5fcc599b0587a598d9d2">  122</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_partition_matrix.html#a099bf420ceec5fcc599b0587a598d9d2">getSomeClassUSomeClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="keywordflow">return</span> T_INSTANCES_CLUSTER_K(-1);</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;  }</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;</div><div class="line"><a name="l00127"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a45ff83ee45420fea6189e90e5f3c93db">  127</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_partition_matrix.html#a45ff83ee45420fea6189e90e5f3c93db">getDiffClassUDiffClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    <span class="keywordflow">return</span> T_INSTANCES_CLUSTER_K(-1);</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;  }</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;  </div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160; </div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;  <span class="comment">/*getAgreementObjects:</span></div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;<span class="comment">    Used to calculate the rand index defined by</span></div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;<span class="comment">    \cite humber:arabie:clusteranalysis:randindex:1988</span></div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;<span class="comment">  */</span> </div><div class="line"><a name="l00138"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#ae74edd667965dbefe3d330473f02b097">  138</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_partition_matrix.html#ae74edd667965dbefe3d330473f02b097">getAgreementObjects</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    <span class="keywordflow">return</span> T_INSTANCES_CLUSTER_K(-1);</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;  }</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;</div><div class="line"><a name="l00144"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#ac1fb6db1be98b43e7a7868feb61b4ae9">  144</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_partition_matrix.html#ac1fb6db1be98b43e7a7868feb61b4ae9">getDiffClassUSomeClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <span class="keywordflow">return</span> T_INSTANCES_CLUSTER_K(-1);</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;  }</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#afcc74efe1a159d38a8d373245012520b">  149</a></span>&#160;  std::vector&lt;uintidx&gt; <a class="code" href="classsm_1_1_partition_matrix.html#afcc74efe1a159d38a8d373245012520b">getIdxMaximum</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    <span class="keyword">const</span> <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClassU = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    <span class="keyword">const</span> <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    std::vector&lt;uintidx&gt; lovectort_idxMax(luintidx_numClusterV,0);</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="comment">//Initially maximum is li_i = 0</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 1; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; luintidx_numClassU; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++) {</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;        <span class="keywordflow">if</span>  ( (*<span class="keyword">this</span>)(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>,li_j) &gt; (*<span class="keyword">this</span>)(lovectort_idxMax[li_j],li_j) ) {</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;          lovectort_idxMax[li_j] = <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>;</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;        }</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;      }</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    }</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;    <span class="keywordflow">return</span> lovectort_idxMax;</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;  }</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;</div><div class="line"><a name="l00166"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a7e622116f1c156da6847837208210f65">  166</a></span>&#160;  <span class="keyword">const</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_partition_matrix.html#a7e622116f1c156da6847837208210f65">getMisclassified</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">char</span>* lpc_labelFunc = <span class="stringliteral">&quot;PartitionMatrix::getMisclassified:  IN&quot;</span>;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;  ++geiinparam_verbose;</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;  <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    std::cout &lt;&lt; lpc_labelFunc </div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;              &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;              &lt;&lt; <span class="stringliteral">&quot;\n( input PartitionMatrix: this[&quot;</span> &lt;&lt; <span class="keyword">this</span> &lt;&lt; <span class="charliteral">&#39;]&#39;</span></div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;              &lt;&lt; <span class="stringliteral">&quot;\n)&quot;</span></div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;              &lt;&lt; std::endl;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;  }</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;<span class="preprocessor">#endif //__VERBOSE_YES</span></div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;  </div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;  <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClassU = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;  <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;  T_INSTANCES_CLUSTER_K loit_misclassified = </div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    (*this)(luintidx_numClassU,luintidx_numClusterV);</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;  </div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;  <span class="keywordflow">if</span> ( luintidx_numClusterV != 0 ) {</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;    std::vector&lt;T_INSTANCES_CLUSTER_K&gt; lovectort_sumInstCluster(luintidx_numClassU,0);</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    std::vector&lt;uintidx&gt;&amp;&amp; lvectort_idxMax = this-&gt;<a class="code" href="classsm_1_1_partition_matrix.html#afcc74efe1a159d38a8d373245012520b">getIdxMaximum</a>(); </div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <span class="comment">//std::vector&lt;uintidx&gt; lvectort_idxMax(luintidx_numClusterV,0);</span></div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <span class="comment">/*for (uintidx li_i = 1; li_i &lt; luintidx_numClassU; li_i++) {</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;<span class="comment">      for (uintidx li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</span></div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;<span class="comment">        if  ( (*this)(li_i,li_j) &gt; (*this)(lvectort_idxMax[li_j],li_j) ) {</span></div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;<span class="comment">          lvectort_idxMax[li_j] = li_i;</span></div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;<span class="comment">        }</span></div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;<span class="comment">      }</span></div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;<span class="comment">      }*/</span></div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;      lovectort_sumInstCluster[lvectort_idxMax[li_j]] += (*this)(lvectort_idxMax[li_j],li_j);</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    </div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    }</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    loit_misclassified = T_INSTANCES_CLUSTER_K(0);</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    </div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 0; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; luintidx_numClassU; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++) {</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;      loit_misclassified +=</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;        (*this)(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>,luintidx_numClusterV) - lovectort_sumInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>); </div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    }    </div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;  }</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;  </div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;  <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;          std::cout &lt;&lt; lpc_labelFunc</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span> &lt;&lt; <span class="stringliteral">&quot; loit_misclassified = &quot;</span> &lt;&lt; loit_misclassified</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;                    &lt;&lt; std::endl;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;  }</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;  --geiinparam_verbose;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;<span class="preprocessor">#endif //__VERBOSE_YES</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;  </div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;    <span class="keywordflow">return</span> loit_misclassified;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    </div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;  }</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;  </div><div class="line"><a name="l00228"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a95ee30e898c87edd5bbcfb2923d1f33f">  228</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classsm_1_1_partition_matrix.html#a95ee30e898c87edd5bbcfb2923d1f33f">setLabelClusterV</a>(std::vector&lt;std::string&gt; aivectorstr_labelClusterV)</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;  {</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a> = aivectorstr_labelClusterV;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;  }</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#a0c49af926f8b9925132db3ca55503db5">  233</a></span>&#160;  <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; <a class="code" href="classsm_1_1_partition_matrix.html#a0c49af926f8b9925132db3ca55503db5">getlabelClass</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>;</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;  }</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;  <span class="comment">/*getInstClusterK:</span></div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;<span class="comment">      Return number instances by cluster</span></div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;<span class="comment">    </span></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;<span class="comment">      precondition: before run method sumPartitionTable()</span></div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;<span class="comment">      postcontition:</span></div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;<span class="comment">   */</span> </div><div class="line"><a name="l00244"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#ac799ddaf12e7970e86c1fa567c4b03c7">  244</a></span>&#160;  std::vector&lt;T_INSTANCES_CLUSTER_K&gt; <a class="code" href="classsm_1_1_partition_matrix.html#ac799ddaf12e7970e86c1fa567c4b03c7">getInstClusterK</a>()</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;  {</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;    ++geiinparam_verbose;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;PartitionMatrix::getInstClusterK:  IN&quot;</span></div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;                &lt;&lt; <span class="charliteral">&#39;(&#39;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;\n\t( input PartitionMatrix: this[&quot;</span> &lt;&lt; <span class="keyword">this</span> &lt;&lt; <span class="stringliteral">&quot;]\n&quot;</span></div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;\t)&quot;</span></div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    }</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    T_INSTANCES_CLUSTER_K *lpt_rowSum = this-&gt;<a class="code" href="classmat_1_1_matrix_row.html#a5391a205367fbaac82a26ddc377a80af">getRow</a>( this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>() -1);</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    std::vector&lt;T_INSTANCES_CLUSTER_K&gt;  lovectort_numInstClusterK</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;      (lpt_rowSum, lpt_rowSum + this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1);</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;PartitionMatrix::getInstClusterK: OUT&quot;</span></div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;                &lt;&lt; <span class="charliteral">&#39;(&#39;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;\n\tstd::vector&lt;&gt;  lovectort_numInstClusterK[&quot;</span> &lt;&lt; <span class="keyword">this</span> &lt;&lt; <span class="stringliteral">&quot;]\n&quot;</span></div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;                &lt;&lt; lovectort_numInstClusterK</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;    }</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;    --geiinparam_verbose;</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;       </div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;    <span class="keywordflow">return</span> lovectort_numInstClusterK;</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;  }</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;  <span class="keyword">virtual</span> <span class="keywordtype">void</span>  <a class="code" href="classsm_1_1_partition_matrix.html#ad43b5809c31460b4e7b2fd7680cd1b52">print</a></div><div class="line"><a name="l00276"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#ad43b5809c31460b4e7b2fd7680cd1b52">  276</a></span>&#160;  (std::ostream &amp;os=std::cout,</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;   <span class="keyword">const</span> <span class="keywordtype">char</span> *aipc_label   = <span class="stringliteral">&quot;&quot;</span>,</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;   <span class="keyword">const</span> <span class="keywordtype">char</span> aic_delimCoef = <span class="charliteral">&#39;,&#39;</span>,</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;   <span class="keyword">const</span> <span class="keywordtype">char</span> aic_delimRow  = <span class="charliteral">&#39;;&#39;</span></div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;   ) <span class="keyword">const</span></div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;  {</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;   </div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;    std::ostringstream lostrstream_labelMatchingMatrix;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;    lostrstream_labelMatchingMatrix &lt;&lt;  aipc_label;</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    </div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    lostrstream_labelMatchingMatrix</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;      &lt;&lt; aic_delimCoef &lt;&lt; <span class="stringliteral">&quot;_cluster&quot;</span> &lt;&lt; aic_delimRow;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1; li_j++) {</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;      lostrstream_labelMatchingMatrix  &lt;&lt; <span class="stringliteral">&quot;C_&quot;</span> &lt;&lt; (li_j+1) &lt;&lt; aic_delimRow;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    }</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    lostrstream_labelMatchingMatrix &lt;&lt; <span class="stringliteral">&quot;sums&quot;</span>;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    lostrstream_labelMatchingMatrix</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;      &lt;&lt; aic_delimCoef &lt;&lt; <span class="stringliteral">&quot;_class&quot;</span> &lt;&lt; aic_delimRow;</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1; li_j++) {</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;      lostrstream_labelMatchingMatrix</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;        &lt;&lt; <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>.at(li_j)</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;        &lt;&lt; aic_delimRow;</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    }</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;    lostrstream_labelMatchingMatrix &lt;&lt; <span class="stringliteral">&quot;sums&quot;</span>;</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    </div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;    <a class="code" href="classmat_1_1_matrix_row.html#a156313f6aa515994b76321ff03780b16">mat::MatrixRow&lt;T_INSTANCES_CLUSTER_K&gt;::print</a></div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;      (os,</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;       lostrstream_labelMatchingMatrix.str().c_str(),</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;       aic_delimCoef,</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;       aic_delimRow</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;       );</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;  }</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160; </div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classsm_1_1_partition_matrix.html#aff51244cf1deca3f329e1b9e6ea84439">r8mat_print</a></div><div class="line"><a name="l00312"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#aff51244cf1deca3f329e1b9e6ea84439">  312</a></span>&#160;  (<span class="keyword">const</span> <span class="keywordtype">char</span>   *aipc_label   = <span class="stringliteral">&quot;&quot;</span>,</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;   <span class="keyword">const</span> <span class="keywordtype">int</span>    aii_numColumns = 5,</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;   std::ostream &amp;os=std::cout</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;  ) <span class="keyword">const</span></div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;<span class="comment">//****************************************************************************80</span></div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;<span class="comment">//  Purpose:</span></div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;<span class="comment">//    R8MAT_PRINT_SOME prints some of an R8MAT.</span></div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;<span class="comment">//  Discussion:</span></div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;<span class="comment">//    An R8MAT is a doubly dimensioned array of R8 values, stored as a vector</span></div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;<span class="comment">//    in row-major order.</span></div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;<span class="comment">//  Licensing:</span></div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;<span class="comment">//    This code is distributed under the GNU LGPL license.</span></div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;<span class="comment">//  Modified:</span></div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;<span class="comment">//    26 June 2013</span></div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;<span class="comment">//  Author:</span></div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;<span class="comment">//    John Burkardt</span></div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;<span class="comment">//  Parameters:</span></div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;<span class="comment">//    Input, int M, the number of rows of the matrix.</span></div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;<span class="comment">//    M must be positive.</span></div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;<span class="comment">//    Input, int N, the number of columns of the matrix.</span></div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;<span class="comment">//    N must be positive.</span></div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;<span class="comment">//    Input, T A[M*N], the matrix.</span></div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;<span class="comment">//    Input, int ILO, JLO, IHI, JHI, designate the first row and</span></div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;<span class="comment">//    column, and the last row and column to be printed.</span></div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;<span class="comment">//    Input, string TITLE, a title.</span></div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;  {</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;    <span class="comment">//# define INCX 5</span></div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160; </div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> m = (int) this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>();</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> n = (int) this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>();</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;    </div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;    <span class="comment">//T_FEATURE a[];</span></div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;    <span class="keywordtype">int</span> ilo = 1;</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;    <span class="keywordtype">int</span> jlo = 1;</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;    <span class="keywordtype">int</span> ihi = (int) this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>();</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;    <span class="keywordtype">int</span> jhi = (int) this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>();</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;  </div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;  </div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;    <span class="keywordtype">int</span> i;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;    <span class="keywordtype">int</span> i2hi;</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;    <span class="keywordtype">int</span> i2lo;</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    <span class="keywordtype">int</span> j;</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;    <span class="keywordtype">int</span> j2hi;</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;    <span class="keywordtype">int</span> j2lo;</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;    os &lt;&lt; aipc_label &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;    <span class="keywordtype">size_t</span> lst_maxLable = 7;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;    <span class="keywordflow">for</span> (<span class="keyword">auto</span> &amp;lstr_i:<a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a> ) {</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;      <span class="keywordflow">if</span> ( lstr_i.length() &gt;  lst_maxLable ) {</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;        lst_maxLable = lstr_i.length();</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;      }</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    }</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;     </div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;    <span class="keywordflow">if</span> ( m &lt;= 0 || n &lt;= 0 )</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;      {</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;  (None)\n&quot;</span>;</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;        <span class="keywordflow">return</span>;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;      }</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    <span class="comment">//  Print the columns of the matrix, in strips of 5.</span></div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;    <span class="keywordflow">for</span> ( j2lo = jlo; j2lo &lt;= jhi; j2lo = j2lo + aii_numColumns )</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;      {</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;        j2hi = j2lo + aii_numColumns - 1;</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;        <span class="keywordflow">if</span> ( n &lt; j2hi )</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;          {</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;            j2hi = n;</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;          }</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;        <span class="keywordflow">if</span> ( jhi &lt; j2hi )</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;          {</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;            j2hi = jhi;</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;          }</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;        <span class="comment">//</span></div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;        <span class="comment">//  For each column J in the current range...</span></div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;        <span class="comment">//</span></div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;        <span class="comment">//  Write the header.</span></div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;        <span class="comment">//</span></div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;        os &lt;&lt; std::right &lt;&lt; std::setw(lst_maxLable+2) &lt;&lt; <span class="stringliteral">&quot;Cluster: &quot;</span>;</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;        <span class="keywordflow">for</span> ( j = j2lo; j &lt;= j2hi; j++ )</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;          {</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;            <span class="keywordflow">if</span> ( j == n )</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;              os &lt;&lt; <span class="stringliteral">&quot;sum&quot;</span>;</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;            <span class="keywordflow">else</span></div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;              os &lt;&lt; std::left &lt;&lt;std::setw(7) &lt;&lt; j - 1 &lt;&lt; <span class="stringliteral">&quot;       &quot;</span>;</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;          }</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;        <span class="comment">/*if ( j == n )</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;<span class="comment">          os &lt;&lt; &quot;sum&quot;;</span></div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;<span class="comment">        else</span></div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;<span class="comment">          os &lt;&lt; j;</span></div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;<span class="comment">        */</span></div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;        <span class="comment">//os &lt;&lt; &quot;\n&quot;;</span></div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;\nClass\n&quot;</span>;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;        <span class="comment">//</span></div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;        <span class="comment">//  Determine the range of the rows in this strip.</span></div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;        <span class="comment">//</span></div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;        <span class="keywordflow">if</span> ( 1 &lt; ilo )</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;          {</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;            i2lo = ilo;</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;          }</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;          {</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;            i2lo = 1;</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;          }</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;        <span class="keywordflow">if</span> ( ihi &lt; m )</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;          {</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;            i2hi = ihi;</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;          }</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;          {</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;            i2hi = m;</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;          }</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;        </div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        <span class="keywordflow">for</span> ( i = i2lo; i &lt;= i2hi; i++ )</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;          {</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;            <span class="comment">//</span></div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;            <span class="comment">//  Print out (up to) 5 entries in row I, that lie in the current strip.</span></div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;            <span class="comment">// _vectorstr_labelClusterV.at(li_j)</span></div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;            <span class="keywordflow">if</span> ( i &lt; i2hi )</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;              os &lt;&lt; std::right &lt;&lt; std::setw(lst_maxLable) &lt;&lt; <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>.at(i - 1) &lt;&lt; <span class="stringliteral">&quot;: &quot;</span>;</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;            <span class="keywordflow">else</span></div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;              os &lt;&lt; std::right &lt;&lt; std::setw(lst_maxLable+2) &lt;&lt;  <span class="stringliteral">&quot;sum: &quot;</span>;</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;            <span class="keywordflow">for</span> ( j = j2lo; j &lt;= j2hi; j++ )</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;              {</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;                os &lt;&lt;  std::left  &lt;&lt; std::setw(12) &lt;&lt; this-&gt;<a class="code" href="classmat_1_1_matrix_row.html#a327235f912ea3d37a02be29159914983">_arrayt_data</a>[j-1+(i-1)*n] &lt;&lt; <span class="stringliteral">&quot;  &quot;</span>;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;                <span class="comment">//os &lt;&lt; std::setw(12) &lt;&lt; this-&gt;_arrayt_data[i-1+(j-1)*m] &lt;&lt; &quot;  &quot;;</span></div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;              }</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;          }</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;      }</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;    <span class="keywordflow">return</span>;</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;    <span class="comment">//# undef INCX</span></div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;    </div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;  }</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;</div><div class="line"><a name="l00473"></a><span class="lineno"><a class="line" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">  473</a></span>&#160;  std::vector&lt;std::string&gt;  <a class="code" href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">_vectorstr_labelClusterV</a>;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;  </div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;}; <span class="comment">/*PartitionMatrixRow*/</span></div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;  </div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;<span class="comment">/*getSensitivity  </span></div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;<span class="comment">  matchingmatrix_getPercSuccessesClass</span></div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;<span class="keyword">template</span> &lt; <span class="keyword">class </span>T_METRIC,</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;           <span class="keyword">class </span>T_INSTANCES_CLUSTER_K</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;           &gt;</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;std::vector&lt;T_METRIC&gt;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;<a class="code" href="namespacesm.html#a98d814a6ab5fdfdb0df5b4f871a4a66e">getSensitivity</a></div><div class="line"><a name="l00487"></a><span class="lineno"><a class="line" href="namespacesm.html#a98d814a6ab5fdfdb0df5b4f871a4a66e">  487</a></span>&#160;(<span class="keyword">const</span> <a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix</a></div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160; &lt;T_INSTANCES_CLUSTER_K&gt;&amp; aipartmatrix_a,</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160; <span class="keyword">const</span> T_METRIC           airt_percentage = 100.0</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160; )</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;{  </div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;  <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClassU = aipartmatrix_a.getNumRows()-1;</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;  <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClusterV = aipartmatrix_a.getNumColumns()-1;</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;  std::vector&lt;T_METRIC&gt; lovectort_perSuccessClass(luintidx_numClassU,T_METRIC(0.0));</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;  <span class="keywordflow">if</span> ( luintidx_numClusterV != 0 ) {</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;     </div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;    <span class="comment">//std::vector&lt;uintidx&gt; lvectort_idxMax(luintidx_numClusterV,0);</span></div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;    std::vector&lt;T_INSTANCES_CLUSTER_K&gt; lovectort_sumInstCluster(luintidx_numClassU,0);</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;    std::vector&lt;T_INSTANCES_CLUSTER_K&gt; lovectort_totalInstCluster(luintidx_numClassU,0);</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;    std::vector&lt;uintidx&gt;&amp;&amp; lvectort_idxMax = aipartmatrix_a.getIdxMaximum();</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;    <span class="comment">/*for (uintidx li_i = 1; li_i &lt; luintidx_numClassU; li_i++) {</span></div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;<span class="comment">      for (uintidx li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</span></div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;<span class="comment">        if  ( aipartmatrix_a(li_i,li_j) &gt; aipartmatrix_a(lvectort_idxMax[li_j],li_j) ) {</span></div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;<span class="comment">          lvectort_idxMax[li_j] = li_i;</span></div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;<span class="comment">        }</span></div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;<span class="comment">      }</span></div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;<span class="comment">      }*/</span></div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    </div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;      lovectort_sumInstCluster[lvectort_idxMax[li_j]] += aipartmatrix_a(lvectort_idxMax[li_j],li_j);</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;      lovectort_totalInstCluster[lvectort_idxMax[li_j]] += aipartmatrix_a(luintidx_numClassU,li_j);</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;    }</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 0; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; luintidx_numClassU; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++) {</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;      <span class="keywordflow">if</span> ( lovectort_totalInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>) != 0 ) </div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;      lovectort_perSuccessClass.at( <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>) =</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;        airt_percentage * lovectort_sumInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>) /lovectort_totalInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>);</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;    }</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;    </div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;  }</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;  </div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;  <span class="keywordflow">return</span> lovectort_perSuccessClass;</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;}</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;<span class="keyword">template</span> &lt; <span class="keyword">class </span>T_METRIC,</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;           <span class="keyword">class </span>T_INSTANCES_CLUSTER_K</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;           &gt;</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;std::string</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;<a class="code" href="namespacesm.html#a3d1ab2bc3633f62f17722670dec259bc">getStrSenSpe</a></div><div class="line"><a name="l00534"></a><span class="lineno"><a class="line" href="namespacesm.html#a3d1ab2bc3633f62f17722670dec259bc">  534</a></span>&#160;(<span class="keyword">const</span> <a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix</a></div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160; &lt;T_INSTANCES_CLUSTER_K&gt;&amp; aipartmatrix_a,</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span>               aib_sensitivity = <span class="keyword">true</span>,</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160; <span class="keyword">const</span> T_METRIC           airt_percentage = 100.0</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160; )</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;{</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;  std::ostringstream lostrstream_strSensitivity;</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;  <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClassU   = aipartmatrix_a.getNumRows()-1;</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;  <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_numClusterV = aipartmatrix_a.getNumColumns()-1;</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;  <span class="keywordflow">if</span> ( luintidx_numClusterV &gt; 0 ) {</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;     </div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    std::vector&lt;T_METRIC&gt; lvectort_perSensitivity(luintidx_numClassU,T_METRIC(0.0));</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;  </div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;    </div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;    std::vector&lt;T_INSTANCES_CLUSTER_K&gt; lovectort_sumInstCluster(luintidx_numClassU,0);</div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;    std::vector&lt;T_INSTANCES_CLUSTER_K&gt; lovectort_totalInstCluster(luintidx_numClassU,0);</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;    </div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;    std::vector&lt;uintidx&gt; lvectort_idxMax = aipartmatrix_a.getIdxMaximum();</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;    <span class="comment">//std::vector&lt;uintidx&gt; lvectort_idxMax(luintidx_numClusterV,0);</span></div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;    <span class="comment">/*for (uintidx li_i = 1; li_i &lt; luintidx_numClassU; li_i++) {</span></div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;<span class="comment">      for (uintidx li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</span></div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;<span class="comment">        if  ( aipartmatrix_a(li_i,li_j) &gt; aipartmatrix_a(lvectort_idxMax[li_j],li_j) ) {</span></div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;<span class="comment">          lvectort_idxMax[li_j] = li_i;</span></div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;<span class="comment">        }</span></div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;<span class="comment">      }</span></div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;<span class="comment">    }</span></div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;<span class="comment">    */</span></div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> li_j = 0; li_j &lt; luintidx_numClusterV; li_j++) {</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;      lovectort_sumInstCluster[lvectort_idxMax[li_j]] += aipartmatrix_a(lvectort_idxMax[li_j],li_j);</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;      lovectort_totalInstCluster[lvectort_idxMax[li_j]] += aipartmatrix_a(luintidx_numClassU,li_j);</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;    }</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 0; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; luintidx_numClassU; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++) {</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;      <span class="keywordflow">if</span> ( lovectort_totalInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>) != 0 ) { </div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;        lvectort_perSensitivity.at( <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> ) = (aib_sensitivity)?</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;          airt_percentage * lovectort_sumInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>) /</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;          lovectort_totalInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>):</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;          airt_percentage * lovectort_sumInstCluster.at(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>) /</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;          aipartmatrix_a(<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>,luintidx_numClusterV);</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;      }</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;    }</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;    <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp;  lvectorstr_labelClass = </div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;      aipartmatrix_a.getlabelClass();</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;    lostrstream_strSensitivity.precision(<a class="code" href="common_8hpp.html#ab23a980e24a9b9cf5356bf87aaf02a4a">COMMON_COUT_PRECISION</a>);</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;    </div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;    lostrstream_strSensitivity</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;      &lt;&lt;  lvectorstr_labelClass[0]</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;      &lt;&lt; <span class="charliteral">&#39;;&#39;</span></div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;      &lt;&lt; lvectort_perSensitivity[0];</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;    </div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;    <span class="keywordflow">for</span> ( <span class="keywordtype">size_t</span> _lst_ci = 1; _lst_ci &lt; lvectorstr_labelClass.size(); _lst_ci++) {</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;      lostrstream_strSensitivity</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;        &lt;&lt; <span class="charliteral">&#39;;&#39;</span> </div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;        &lt;&lt; lvectorstr_labelClass[_lst_ci] </div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;        &lt;&lt; <span class="charliteral">&#39;;&#39;</span> </div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;        &lt;&lt; lvectort_perSensitivity[_lst_ci];</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;    }</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;   </div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;  }</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;  </div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;  <span class="keywordflow">return</span> lostrstream_strSensitivity.str();</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;}</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;</div><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;<span class="keyword">template</span> &lt; <span class="keyword">class</span> T_INSTANCES_CLUSTER_K&gt;</div><div class="line"><a name="l00608"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html">  608</a></span>&#160;<span class="keyword">class </span><a class="code" href="classsm_1_1_confusion_matching_matrix.html">ConfusionMatchingMatrix</a>: <span 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href="classsm_1_1_partition_matrix.html">PartitionMatrix</a>&lt;T_INSTANCES_CLUSTER_K&gt;()</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;  {}</div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;  </div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;  <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ad4a3921612687de237b778a0fe1556c9">ConfusionMatchingMatrix</a></div><div class="line"><a name="l00618"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#ac0d5a91df215545fa4510872ca706576">  618</a></span>&#160;  (<span class="keyword">const</span> <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>                   aist_numClusterK,</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;   <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; aivectorstr_labelClusterV)</div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;    :<a class="code" href="classsm_1_1_partition_matrix.html">PartitionMatrix&lt;T_INSTANCES_CLUSTER_K&gt;</a>(aist_numClusterK,aivectorstr_labelClusterV)</div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;  {}</div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;  </div><div class="line"><a name="l00623"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#a436fec770ffa3a2775e3c2ce8c426cae">  623</a></span>&#160;  <span class="keyword">virtual</span> <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a436fec770ffa3a2775e3c2ce8c426cae">~ConfusionMatchingMatrix</a>() {}</div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;  <span class="comment">//(i) = a</span></div><div class="line"><a name="l00626"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#ad1eb28e719bab5566cc56aa2a094ffa1">  626</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ad1eb28e719bab5566cc56aa2a094ffa1">getSomeClassUSomeClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>                lui_numClassU = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>                lui_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;    </div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;     T_INSTANCES_CLUSTER_K lit_sumnij2 = 0;</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;     <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_i = 0; lui_i &lt; lui_numClassU; lui_i++) {</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;       <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_j = 0; lui_j &lt; lui_numClusterV; lui_j++) {</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;         T_INSTANCES_CLUSTER_K lit_nij = (*this)(lui_i,lui_j); </div><div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;         lit_sumnij2 += lit_nij * ( lit_nij -1);</div><div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;      }</div><div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;    }  </div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;     <span class="keywordflow">return</span> lit_sumnij2 / 2; </div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;  }</div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;  <span class="comment">//(ii) = d</span></div><div class="line"><a name="l00643"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#aefb2e14fcdfddada038a3f19f0156276">  643</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#aefb2e14fcdfddada038a3f19f0156276">getDiffClassUDiffClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160; </div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumniDot = <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ade7e99c4b5bf3c95ecabff877c55e7b2">_getSumClassniDot2</a>();</div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160; </div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumnDotj = <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a9ae8e893dfd65ccffaeea1848b7fee66">_getSumClusternDotj2</a>();</div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;      </div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;    T_INSTANCES_CLUSTER_K  lit_sumnij2 = <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">_getSumnij2</a>();</div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;    </div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;    T_INSTANCES_CLUSTER_K lit_numObj = this-&gt;<a class="code" href="classsm_1_1_partition_matrix.html#a44dc24e09318534ce4f8dab5ccae531f">getNumObjetos</a>();</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;    </div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;    T_INSTANCES_CLUSTER_K loit_diffClassUDiffClusterV = </div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;      (lit_numObj * lit_numObj +  lit_sumnij2 - (lit_sumniDot + lit_sumnDotj)) / 2;</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;    </div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;    <span class="keywordflow">return</span> loit_diffClassUDiffClusterV;</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;    </div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;  }</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;</div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;  <span class="comment">/*getAgreementObjects:</span></div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;<span class="comment">    Used to calculate the rand index defined by</span></div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;<span class="comment">    \cite{humber:arabie:clusteranalysis:randindex:1988}</span></div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;<span class="comment">    (i) + (ii) = a + d = A</span></div><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;<span class="comment">  */</span> </div><div class="line"><a name="l00667"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#a81c1bf9e52e814eecc183f1a47cbbbcb">  667</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a81c1bf9e52e814eecc183f1a47cbbbcb">getAgreementObjects</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;   </div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumniDot = <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ade7e99c4b5bf3c95ecabff877c55e7b2">_getSumClassniDot2</a>();</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;   </div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumnDotj = <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a9ae8e893dfd65ccffaeea1848b7fee66">_getSumClusternDotj2</a>();</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;   </div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;    T_INSTANCES_CLUSTER_K  lit_sumnij2 = <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">_getSumnij2</a>();</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;    T_INSTANCES_CLUSTER_K lit_numObj = this-&gt;<a class="code" href="classsm_1_1_partition_matrix.html#a44dc24e09318534ce4f8dab5ccae531f">getNumObjetos</a>();</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;    </div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;    T_INSTANCES_CLUSTER_K loit_agreementObjects = </div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;      lit_numObj *( lit_numObj-1) / 2 +  lit_sumnij2 - (lit_sumniDot + lit_sumnDotj) / 2;</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;    </div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    </div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;    <span class="keywordflow">return</span> loit_agreementObjects;</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;</div><div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;  }</div><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;  <span class="comment">/*c (iii) objects in the pair are placed in different classes in U(class) and in</span></div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;<span class="comment">    the same class in V(cluster);</span></div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;<span class="comment">    U is class</span></div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;<span class="comment">    V cluster</span></div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;<span class="comment">  */</span></div><div class="line"><a name="l00691"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#a41509cbd4bd3f57b64b634eca980dd08">  691</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a41509cbd4bd3f57b64b634eca980dd08">getDiffClassUSomeClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;    <span class="comment">/*  T_INSTANCES_CLUSTER_K lit_sumnDotj = _getSumClusternDotj2();</span></div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;<span class="comment">    T_INSTANCES_CLUSTER_K lit_sumnij2  = _getSumnij2();</span></div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;<span class="comment">    */</span></div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;    <span class="keywordflow">return</span> (<a class="code" href="classsm_1_1_confusion_matching_matrix.html#a9ae8e893dfd65ccffaeea1848b7fee66">_getSumClusternDotj2</a>()-<a class="code" href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">_getSumnij2</a>()) /2;</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;    </div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;  }</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;  <span class="comment">/*b (iv) objects in the pair are placed in the same class in U and in</span></div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;<span class="comment">    different classes in V.</span></div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;<span class="comment">   */</span></div><div class="line"><a name="l00703"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#a0702e68751487b010d378e92a90448c6">  703</a></span>&#160;  <span class="keyword">const</span> <span class="keyword">virtual</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a0702e68751487b010d378e92a90448c6">getSomeClassUDiffClusterV</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;    <span class="keywordflow">return</span> ( <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ade7e99c4b5bf3c95ecabff877c55e7b2">_getSumClassniDot2</a>() - <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">_getSumnij2</a>() ) /2;</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;  }</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;  </div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;</div><div class="line"><a name="l00712"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#ade7e99c4b5bf3c95ecabff877c55e7b2">  712</a></span>&#160;  <span class="keyword">const</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ade7e99c4b5bf3c95ecabff877c55e7b2">_getSumClassniDot2</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>  lui_numClassU = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>  lui_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;    </div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;</div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumniDot = 0;</div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_i = 0; lui_i &lt; lui_numClassU; lui_i++) {</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;      T_INSTANCES_CLUSTER_K lit_niDot = (*this)(lui_i,lui_numClusterV);</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;      lit_sumniDot += lit_niDot * lit_niDot;</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;    }</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;</div><div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;    <span class="keywordflow">return</span> lit_sumniDot;</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;    </div><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;  }</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;</div><div class="line"><a name="l00728"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#a9ae8e893dfd65ccffaeea1848b7fee66">  728</a></span>&#160;  <span class="keyword">const</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#a9ae8e893dfd65ccffaeea1848b7fee66">_getSumClusternDotj2</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>  lui_numClassU   = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>  lui_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;    </div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumnDotj = 0;</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_j = 0; lui_j &lt; lui_numClusterV; lui_j++) {</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;      T_INSTANCES_CLUSTER_K lit_nDotj = (*this)(lui_numClassU,lui_j);</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;      lit_sumnDotj += lit_nDotj * lit_nDotj;</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;    }</div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;    <span class="keywordflow">return</span> lit_sumnDotj;</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;  }  </div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;  </div><div class="line"><a name="l00742"></a><span class="lineno"><a class="line" href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">  742</a></span>&#160;  <span class="keyword">const</span> T_INSTANCES_CLUSTER_K <a class="code" href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">_getSumnij2</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;<span class="keyword">  </span>{</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>  lui_numClassU   = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">getNumRows</a>()-1;</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;    <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>   lui_numClusterV = this-&gt;<a class="code" href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">getNumColumns</a>()-1;</div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;    T_INSTANCES_CLUSTER_K lit_sumnij2 = 0;</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_i = 0; lui_i &lt; lui_numClassU; lui_i++) {</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_j = 0; lui_j &lt; lui_numClusterV; lui_j++) {</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;        T_INSTANCES_CLUSTER_K lit_nij = (*this)(lui_i,lui_j); </div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;        lit_sumnij2 += lit_nij * lit_nij;</div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;      }</div><div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;    }</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;    <span class="keywordflow">return</span> lit_sumnij2;</div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;  }</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;  </div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;}; <span class="comment">/*End class ConfusionMatchingMatrix*/</span></div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;</div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;<span class="keyword">template</span> &lt; <span class="keyword">typename</span> INPUT_ITERATOR,</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;           <span class="keyword">typename</span> T_CLUSTERIDX,</div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;           <span class="keyword">typename</span> FUNCINSTFREQUENCY,</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;           <span class="keyword">typename</span> FUNCINSTCLASS</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;           &gt;</div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;<span class="keyword">auto</span> </div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;<a class="code" href="namespacesm.html#a201c007d3707ab2ea936402fd091cf1e">getConfusionMatrix</a></div><div class="line"><a name="l00776"></a><span class="lineno"><a class="line" href="namespacesm.html#a201c007d3707ab2ea936402fd091cf1e">  776</a></span>&#160;(INPUT_ITERATOR                             aiiterator_instfirst,</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160; <span class="keyword">const</span> INPUT_ITERATOR                       aiiterator_instlast,</div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160; <a class="code" href="classpartition_1_1_partition.html">partition::Partition&lt;T_CLUSTERIDX&gt;</a>  &amp;aipartition_clusters, </div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160; <span class="keyword">const</span> FUNCINSTFREQUENCY                    func_instfrequency,</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160; <span class="keyword">const</span> FUNCINSTCLASS                        func_instclass</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160; ) -&gt; <a class="code" href="classsm_1_1_confusion_matching_matrix.html">ConfusionMatchingMatrix</a>&lt;decltype(func_instfrequency(*aiiterator_instfirst))&gt;</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;{</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;  <span class="keyword">typedef</span> decltype(func_instfrequency(*aiiterator_instfirst)) ResultType;</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;  <span class="keyword">const</span> T_CLUSTERIDX   laicidx_numClusterK =  aipartition_clusters.<a class="code" href="classpartition_1_1_partition.html#a4a440dcaeb42e05a52a46405eb30d36e">getNumCluster</a>();</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;  <a class="code" href="classsm_1_1_confusion_matching_matrix.html">ConfusionMatchingMatrix&lt;ResultType&gt;</a></div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;    lomatchmatrix_confusion</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;    ((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) laicidx_numClusterK,</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;     <a class="code" href="classdata_1_1_instance_iterfaz_class.html">data::InstanceIterfazClass</a></div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;     &lt;ResultType,</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;     T_CLUSTERIDX&gt;</div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;     ::getLabelClass((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) laicidx_numClusterK )</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;     );</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;  lomatchmatrix_confusion.<a class="code" href="classmat_1_1_matrix_row.html#a1070fba1c0ec0fbaa309f141817be412">initialize</a>();</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;  <span class="comment">//uintidx li_i = 0;</span></div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;  <span class="keywordflow">for</span> (aipartition_clusters.<a class="code" href="classpartition_1_1_partition.html#acb8de7c890e05872858fb7a7aa53b657">begin</a>(); aiiterator_instfirst != aiiterator_instlast; ++aiiterator_instfirst) {</div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160; </div><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;    T_CLUSTERIDX lcidx_xinK =</div><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;      aipartition_clusters.<a class="code" href="classpartition_1_1_partition.html#a96660ce61740ab0287189b21833eccdf">next</a>();<span class="comment">//aipartition_clusters.getClusterIdx(li_i);</span></div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;    <span class="keywordflow">if</span> ( 0 &lt;= lcidx_xinK  &amp;&amp; lcidx_xinK &lt; laicidx_numClusterK ) {</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;          </div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;      lomatchmatrix_confusion</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;        ((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) func_instclass(*aiiterator_instfirst), </div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;         (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) lcidx_xinK</div><div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;         ) += func_instfrequency(*aiiterator_instfirst);  </div><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;</div><div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;    }</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;    <span class="comment">//++li_i; </span></div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;  }</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;  lomatchmatrix_confusion.<a class="code" href="classsm_1_1_partition_matrix.html#a287f8807a0b9c0066b2f799f2814c721">sumPartitionTable</a>();</div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;  </div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;  <span class="keywordflow">return</span> lomatchmatrix_confusion;</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;} <span class="comment">/*matchingmatrix_getConfusionMatrix</span></div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;<span class="comment">   */</span></div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;<span class="keyword">template</span> &lt; <span class="keyword">typename</span>  INPUT_ITERATOR,</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;           <span class="keyword">typename</span>  T_CLUSTERIDX,</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;           <span class="keyword">typename</span>  FUNCINSTFREQUENCY</div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;           &gt;</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;<span class="keyword">auto</span> </div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;<a class="code" href="namespacesm.html#a226e6de3b0fb7d8d42ddd0a6e346e21e">getMatchingMatrix</a></div><div class="line"><a name="l00826"></a><span class="lineno"><a class="line" href="namespacesm.html#a226e6de3b0fb7d8d42ddd0a6e346e21e">  826</a></span>&#160;(INPUT_ITERATOR                             aiiterator_instfirst,</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160; <span class="keyword">const</span> INPUT_ITERATOR                       aiiterator_instlast,</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160; <a class="code" href="classpartition_1_1_partition.html">partition::Partition&lt;T_CLUSTERIDX&gt;</a>  &amp;aipartition_clusters, </div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160; <span class="keyword">const</span> FUNCINSTFREQUENCY                    func_instfrequency</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160; ) -&gt; <a class="code" href="classsm_1_1_confusion_matching_matrix.html">ConfusionMatchingMatrix</a>&lt;decltype(func_instfrequency(*aiiterator_instfirst))&gt;</div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;{</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;  <span class="keyword">typedef</span> decltype(func_instfrequency(*aiiterator_instfirst)) ResultType;</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;  </div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;  <span class="keyword">const</span> T_CLUSTERIDX   laicidx_numClusterK =  aipartition_clusters.<a class="code" href="classpartition_1_1_partition.html#a4a440dcaeb42e05a52a46405eb30d36e">getNumCluster</a>();</div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;  <a class="code" href="classsm_1_1_confusion_matching_matrix.html">ConfusionMatchingMatrix&lt;ResultType&gt;</a></div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;    lomatchmatrix_confusion</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;    ((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) laicidx_numClusterK,</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;     <a class="code" href="classdata_1_1_instance_iterfaz_class.html">data::InstanceIterfazClass</a></div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;     &lt;ResultType,</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;     T_CLUSTERIDX&gt;</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;     ::getLabelClass((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) laicidx_numClusterK)</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;     );</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160; </div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;  lomatchmatrix_confusion.<a class="code" href="classmat_1_1_matrix_row.html#a1070fba1c0ec0fbaa309f141817be412">initialize</a>();</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;  <span class="keywordflow">for</span> (aipartition_clusters.<a class="code" href="classpartition_1_1_partition.html#acb8de7c890e05872858fb7a7aa53b657">begin</a>(); aiiterator_instfirst != aiiterator_instlast; ++aiiterator_instfirst) {</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160; </div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;    T_CLUSTERIDX lcidx_xinK =</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;      aipartition_clusters.<a class="code" href="classpartition_1_1_partition.html#a96660ce61740ab0287189b21833eccdf">next</a>();</div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;    <span class="keywordflow">if</span> ( 0 &lt;= lcidx_xinK  &amp;&amp; lcidx_xinK &lt; laicidx_numClusterK ) {</div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;          </div><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;       lomatchmatrix_confusion</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;        ((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) lcidx_xinK, </div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;         (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) lcidx_xinK</div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;         ) += func_instfrequency(*aiiterator_instfirst); </div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;    }</div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;    </div><div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160;  }</div><div class="line"><a name="l00861"></a><span class="lineno">  861</span>&#160;</div><div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;  lomatchmatrix_confusion.<a class="code" href="classsm_1_1_partition_matrix.html#a287f8807a0b9c0066b2f799f2814c721">sumPartitionTable</a>();</div><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;  </div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;  <span class="keywordflow">return</span> lomatchmatrix_confusion;</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;  </div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;} <span class="comment">/*getConfusionMatrix</span></div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;<span class="comment">   */</span></div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;</div><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;} <span class="comment">/*END namespace sm clustering measure*/</span></div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*MATCHING_MATRIX_HPP*/</span><span class="preprocessor"></span></div><div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_aefb2e14fcdfddada038a3f19f0156276"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#aefb2e14fcdfddada038a3f19f0156276">sm::ConfusionMatchingMatrix::getDiffClassUDiffClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getDiffClassUDiffClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00643">matching_matrix.hpp:643</a></div></div>
<div class="ttc" id="classdata_1_1_instance_iterfaz_class_html"><div class="ttname"><a href="classdata_1_1_instance_iterfaz_class.html">data::InstanceIterfazClass</a></div><div class="ttdoc">Instance with class.</div><div class="ttdef"><b>Definition:</b> <a href="instance__interfazclass_8hpp_source.html#l00037">instance_interfazclass.hpp:37</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a833e4e97cbbeff08eb1c2dbf5205c9b2"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a833e4e97cbbeff08eb1c2dbf5205c9b2">sm::PartitionMatrix::operator=</a></div><div class="ttdeci">PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp; operator=(const PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp;B)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00068">matching_matrix.hpp:68</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html_a1070fba1c0ec0fbaa309f141817be412"><div class="ttname"><a href="classmat_1_1_matrix_row.html#a1070fba1c0ec0fbaa309f141817be412">mat::MatrixRow&lt; T_INSTANCES_CLUSTER_K &gt;::initialize</a></div><div class="ttdeci">void initialize(const T_INSTANCES_CLUSTER_K ait_value=T_INSTANCES_CLUSTER_K(0))</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00129">matrix.hpp:129</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_ad1eb28e719bab5566cc56aa2a094ffa1"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#ad1eb28e719bab5566cc56aa2a094ffa1">sm::ConfusionMatchingMatrix::getSomeClassUSomeClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getSomeClassUSomeClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00626">matching_matrix.hpp:626</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_base_html_ac500eedd5e203327d3292f8ab22d8f3e"><div class="ttname"><a href="classmat_1_1_matrix_base.html#ac500eedd5e203327d3292f8ab22d8f3e">mat::MatrixBase&lt; T_INSTANCES_CLUSTER_K &gt;::getNumRows</a></div><div class="ttdeci">const uintidx getNumRows() const</div><div class="ttdef"><b>Definition:</b> <a href="matrix__base_8hpp_source.html#l00076">matrix_base.hpp:76</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a5297a560ebc9dbcd799cee316864da0c"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a5297a560ebc9dbcd799cee316864da0c">sm::PartitionMatrix::PartitionMatrix</a></div><div class="ttdeci">PartitionMatrix()</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00043">matching_matrix.hpp:43</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_ade7e99c4b5bf3c95ecabff877c55e7b2"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#ade7e99c4b5bf3c95ecabff877c55e7b2">sm::ConfusionMatchingMatrix::_getSumClassniDot2</a></div><div class="ttdeci">const T_INSTANCES_CLUSTER_K _getSumClassniDot2() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00712">matching_matrix.hpp:712</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a44dc24e09318534ce4f8dab5ccae531f"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a44dc24e09318534ce4f8dab5ccae531f">sm::PartitionMatrix::getNumObjetos</a></div><div class="ttdeci">const T_INSTANCES_CLUSTER_K getNumObjetos() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00114">matching_matrix.hpp:114</a></div></div>
<div class="ttc" id="matrix_8hpp_html"><div class="ttname"><a href="matrix_8hpp.html">matrix.hpp</a></div><div class="ttdoc">matrix</div></div>
<div class="ttc" id="common_8hpp_html_a3f6c33fb604556cdc425e7aa2289d009"><div class="ttname"><a href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a></div><div class="ttdeci">uint32_t uintidx</div><div class="ttdef"><b>Definition:</b> <a href="common_8hpp_source.html#l00020">common.hpp:20</a></div></div>
<div class="ttc" id="namespacesm_html_a226e6de3b0fb7d8d42ddd0a6e346e21e"><div class="ttname"><a href="namespacesm.html#a226e6de3b0fb7d8d42ddd0a6e346e21e">sm::getMatchingMatrix</a></div><div class="ttdeci">auto getMatchingMatrix(INPUT_ITERATOR aiiterator_instfirst, const INPUT_ITERATOR aiiterator_instlast, partition::Partition&lt; T_CLUSTERIDX &gt; &amp;aipartition_clusters, const FUNCINSTFREQUENCY func_instfrequency) -&gt; ConfusionMatchingMatrix&lt; decltype(func_instfrequency(*aiiterator_instfirst))&gt;</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00826">matching_matrix.hpp:826</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_aff51244cf1deca3f329e1b9e6ea84439"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#aff51244cf1deca3f329e1b9e6ea84439">sm::PartitionMatrix::r8mat_print</a></div><div class="ttdeci">void r8mat_print(const char *aipc_label=&quot;&quot;, const int aii_numColumns=5, std::ostream &amp;os=std::cout) const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00312">matching_matrix.hpp:312</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_afcc74efe1a159d38a8d373245012520b"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#afcc74efe1a159d38a8d373245012520b">sm::PartitionMatrix::getIdxMaximum</a></div><div class="ttdeci">std::vector&lt; uintidx &gt; getIdxMaximum() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00149">matching_matrix.hpp:149</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_a436fec770ffa3a2775e3c2ce8c426cae"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#a436fec770ffa3a2775e3c2ce8c426cae">sm::ConfusionMatchingMatrix::~ConfusionMatchingMatrix</a></div><div class="ttdeci">virtual ~ConfusionMatchingMatrix()</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00623">matching_matrix.hpp:623</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_a0702e68751487b010d378e92a90448c6"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#a0702e68751487b010d378e92a90448c6">sm::ConfusionMatchingMatrix::getSomeClassUDiffClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getSomeClassUDiffClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00703">matching_matrix.hpp:703</a></div></div>
<div class="ttc" id="classpartition_1_1_partition_html"><div class="ttname"><a href="classpartition_1_1_partition.html">partition::Partition</a></div><div class="ttdoc">Definition of the abstract class Partition, to build a cluster of a dataset.</div><div class="ttdef"><b>Definition:</b> <a href="partition_8hpp_source.html#l00035">partition.hpp:35</a></div></div>
<div class="ttc" id="namespacemat_html"><div class="ttname"><a href="namespacemat.html">mat</a></div><div class="ttdoc">Matrix module and associated operations.</div></div>
<div class="ttc" id="namespaceinout_html_a58988b65e7b78cbd7c509518c7baff7e"><div class="ttname"><a href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">inout::li_i</a></div><div class="ttdeci">uintidx li_i</div><div class="ttdef"><b>Definition:</b> <a href="inparamclustering__getparameter_8hpp_source.html#l00503">inparamclustering_getparameter.hpp:503</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a0c49af926f8b9925132db3ca55503db5"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a0c49af926f8b9925132db3ca55503db5">sm::PartitionMatrix::getlabelClass</a></div><div class="ttdeci">const std::vector&lt; std::string &gt; &amp; getlabelClass() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00233">matching_matrix.hpp:233</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a7e622116f1c156da6847837208210f65"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a7e622116f1c156da6847837208210f65">sm::PartitionMatrix::getMisclassified</a></div><div class="ttdeci">const T_INSTANCES_CLUSTER_K getMisclassified() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00166">matching_matrix.hpp:166</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html"><div class="ttname"><a href="classmat_1_1_matrix_row.html">mat::MatrixRow</a></div><div class="ttdoc">Matrix store items for row.</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00046">matrix.hpp:46</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_ac1fb6db1be98b43e7a7868feb61b4ae9"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#ac1fb6db1be98b43e7a7868feb61b4ae9">sm::PartitionMatrix::getDiffClassUSomeClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getDiffClassUSomeClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00144">matching_matrix.hpp:144</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_ab5632e4940a7c232eba150bfb9bcd4eb"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#ab5632e4940a7c232eba150bfb9bcd4eb">sm::ConfusionMatchingMatrix::_getSumnij2</a></div><div class="ttdeci">const T_INSTANCES_CLUSTER_K _getSumnij2() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00742">matching_matrix.hpp:742</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_ac516cf8171e0cf0996bd072c7fdcb5f7"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#ac516cf8171e0cf0996bd072c7fdcb5f7">sm::PartitionMatrix::PartitionMatrix</a></div><div class="ttdeci">PartitionMatrix(const PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp;B)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00060">matching_matrix.hpp:60</a></div></div>
<div class="ttc" id="namespacesm_html_a3d1ab2bc3633f62f17722670dec259bc"><div class="ttname"><a href="namespacesm.html#a3d1ab2bc3633f62f17722670dec259bc">sm::getStrSenSpe</a></div><div class="ttdeci">std::string getStrSenSpe(const PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp;aipartmatrix_a, const bool aib_sensitivity=true, const T_METRIC airt_percentage=100.0)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00534">matching_matrix.hpp:534</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_aecb1055861b5478b4fc843742b70ba9c"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#aecb1055861b5478b4fc843742b70ba9c">sm::PartitionMatrix::PartitionMatrix</a></div><div class="ttdeci">PartitionMatrix(PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp;&amp;B)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00055">matching_matrix.hpp:55</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_ad4a3921612687de237b778a0fe1556c9"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#ad4a3921612687de237b778a0fe1556c9">sm::ConfusionMatchingMatrix::ConfusionMatchingMatrix</a></div><div class="ttdeci">ConfusionMatchingMatrix()</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00613">matching_matrix.hpp:613</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_base_html_a70200414022ce1479b9ddc16102b12ae"><div class="ttname"><a href="classmat_1_1_matrix_base.html#a70200414022ce1479b9ddc16102b12ae">mat::MatrixBase&lt; T_INSTANCES_CLUSTER_K &gt;::getNumColumns</a></div><div class="ttdeci">const uintidx getNumColumns() const</div><div class="ttdef"><b>Definition:</b> <a href="matrix__base_8hpp_source.html#l00081">matrix_base.hpp:81</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_ac799ddaf12e7970e86c1fa567c4b03c7"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#ac799ddaf12e7970e86c1fa567c4b03c7">sm::PartitionMatrix::getInstClusterK</a></div><div class="ttdeci">std::vector&lt; T_INSTANCES_CLUSTER_K &gt; getInstClusterK()</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00244">matching_matrix.hpp:244</a></div></div>
<div class="ttc" id="namespacesm_html_a201c007d3707ab2ea936402fd091cf1e"><div class="ttname"><a href="namespacesm.html#a201c007d3707ab2ea936402fd091cf1e">sm::getConfusionMatrix</a></div><div class="ttdeci">auto getConfusionMatrix(INPUT_ITERATOR aiiterator_instfirst, const INPUT_ITERATOR aiiterator_instlast, partition::Partition&lt; T_CLUSTERIDX &gt; &amp;aipartition_clusters, const FUNCINSTFREQUENCY func_instfrequency, const FUNCINSTCLASS func_instclass) -&gt; ConfusionMatchingMatrix&lt; decltype(func_instfrequency(*aiiterator_instfirst))&gt;</div><div class="ttdoc">Get confusion matching matrix.</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00776">matching_matrix.hpp:776</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html_aeebda2b9d1a7d875376ea1aabc5f135b"><div class="ttname"><a href="classmat_1_1_matrix_row.html#aeebda2b9d1a7d875376ea1aabc5f135b">mat::MatrixRow::operator=</a></div><div class="ttdeci">MatrixRow&lt; T_FEATURE &gt; &amp; operator=(const MatrixRow&lt; T_FEATURE &gt; &amp;B)</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00137">matrix.hpp:137</a></div></div>
<div class="ttc" id="classpartition_1_1_partition_html_a4a440dcaeb42e05a52a46405eb30d36e"><div class="ttname"><a href="classpartition_1_1_partition.html#a4a440dcaeb42e05a52a46405eb30d36e">partition::Partition::getNumCluster</a></div><div class="ttdeci">virtual const T_CLUSTERIDX getNumCluster() const =0</div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_a41509cbd4bd3f57b64b634eca980dd08"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#a41509cbd4bd3f57b64b634eca980dd08">sm::ConfusionMatchingMatrix::getDiffClassUSomeClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getDiffClassUSomeClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00691">matching_matrix.hpp:691</a></div></div>
<div class="ttc" id="common_8hpp_html_ab23a980e24a9b9cf5356bf87aaf02a4a"><div class="ttname"><a href="common_8hpp.html#ab23a980e24a9b9cf5356bf87aaf02a4a">COMMON_COUT_PRECISION</a></div><div class="ttdeci">#define COMMON_COUT_PRECISION</div><div class="ttdef"><b>Definition:</b> <a href="common_8hpp_source.html#l00031">common.hpp:31</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_a9ae8e893dfd65ccffaeea1848b7fee66"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#a9ae8e893dfd65ccffaeea1848b7fee66">sm::ConfusionMatchingMatrix::_getSumClusternDotj2</a></div><div class="ttdeci">const T_INSTANCES_CLUSTER_K _getSumClusternDotj2() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00728">matching_matrix.hpp:728</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html">sm::ConfusionMatchingMatrix</a></div><div class="ttdoc">Confusion Matching Matrix also known as an error matrix, is a specific table layout that allows visua...</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00608">matching_matrix.hpp:608</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html_a9afc9fb38ef52b3d60fb684eb3bea74d"><div class="ttname"><a href="classmat_1_1_matrix_row.html#a9afc9fb38ef52b3d60fb684eb3bea74d">mat::MatrixRow&lt; T_INSTANCES_CLUSTER_K &gt;::MatrixRow</a></div><div class="ttdeci">MatrixRow()</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00050">matrix.hpp:50</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a1f230164e0ff4ab58ae160eac7adc2ea"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a1f230164e0ff4ab58ae160eac7adc2ea">sm::PartitionMatrix::operator=</a></div><div class="ttdeci">PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; operator=(PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp;&amp;B)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00078">matching_matrix.hpp:78</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html_a5391a205367fbaac82a26ddc377a80af"><div class="ttname"><a href="classmat_1_1_matrix_row.html#a5391a205367fbaac82a26ddc377a80af">mat::MatrixRow&lt; T_INSTANCES_CLUSTER_K &gt;::getRow</a></div><div class="ttdeci">const T_INSTANCES_CLUSTER_K * getRow(const uintidx i) const</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00181">matrix.hpp:181</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a95ee30e898c87edd5bbcfb2923d1f33f"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a95ee30e898c87edd5bbcfb2923d1f33f">sm::PartitionMatrix::setLabelClusterV</a></div><div class="ttdeci">void setLabelClusterV(std::vector&lt; std::string &gt; aivectorstr_labelClusterV)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00228">matching_matrix.hpp:228</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html_a156313f6aa515994b76321ff03780b16"><div class="ttname"><a href="classmat_1_1_matrix_row.html#a156313f6aa515994b76321ff03780b16">mat::MatrixRow::print</a></div><div class="ttdeci">virtual void print(std::ostream &amp;os=std::cout, const char *aipc_label=&quot;&quot;, const char aic_delimCoef=',', const char aic_delimRow='\n') const</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00336">matrix.hpp:336</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a647eefe8a171fb0c0453c22079d11cae"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a647eefe8a171fb0c0453c22079d11cae">sm::PartitionMatrix::~PartitionMatrix</a></div><div class="ttdeci">virtual ~PartitionMatrix()</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00065">matching_matrix.hpp:65</a></div></div>
<div class="ttc" id="namespacesm_html_a98d814a6ab5fdfdb0df5b4f871a4a66e"><div class="ttname"><a href="namespacesm.html#a98d814a6ab5fdfdb0df5b4f871a4a66e">sm::getSensitivity</a></div><div class="ttdeci">std::vector&lt; T_METRIC &gt; getSensitivity(const PartitionMatrix&lt; T_INSTANCES_CLUSTER_K &gt; &amp;aipartmatrix_a, const T_METRIC airt_percentage=100.0)</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00487">matching_matrix.hpp:487</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_ae74edd667965dbefe3d330473f02b097"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#ae74edd667965dbefe3d330473f02b097">sm::PartitionMatrix::getAgreementObjects</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getAgreementObjects() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00138">matching_matrix.hpp:138</a></div></div>
<div class="ttc" id="classsm_1_1_confusion_matching_matrix_html_a81c1bf9e52e814eecc183f1a47cbbbcb"><div class="ttname"><a href="classsm_1_1_confusion_matching_matrix.html#a81c1bf9e52e814eecc183f1a47cbbbcb">sm::ConfusionMatchingMatrix::getAgreementObjects</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getAgreementObjects() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00667">matching_matrix.hpp:667</a></div></div>
<div class="ttc" id="verbose__global_8hpp_html"><div class="ttname"><a href="verbose__global_8hpp.html">verbose_global.hpp</a></div><div class="ttdoc">verbose global</div></div>
<div class="ttc" id="namespacesm_html"><div class="ttname"><a href="namespacesm.html">sm</a></div><div class="ttdoc">Supervised measures.</div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a099bf420ceec5fcc599b0587a598d9d2"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a099bf420ceec5fcc599b0587a598d9d2">sm::PartitionMatrix::getSomeClassUSomeClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getSomeClassUSomeClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00122">matching_matrix.hpp:122</a></div></div>
<div class="ttc" id="partition_8hpp_html"><div class="ttname"><a href="partition_8hpp.html">partition.hpp</a></div><div class="ttdoc">partition</div></div>
<div class="ttc" id="classpartition_1_1_partition_html_a96660ce61740ab0287189b21833eccdf"><div class="ttname"><a href="classpartition_1_1_partition.html#a96660ce61740ab0287189b21833eccdf">partition::Partition::next</a></div><div class="ttdeci">virtual const T_CLUSTERIDX next()=0</div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_acbdb95590ba12a3bce5e243e5956b7f4"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#acbdb95590ba12a3bce5e243e5956b7f4">sm::PartitionMatrix::_vectorstr_labelClusterV</a></div><div class="ttdeci">std::vector&lt; std::string &gt; _vectorstr_labelClusterV</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00473">matching_matrix.hpp:473</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html"><div class="ttname"><a href="classsm_1_1_partition_matrix.html">sm::PartitionMatrix</a></div><div class="ttdoc">Partition Matrix also known as matching matrix is similar to the matrix of confusion,...</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00040">matching_matrix.hpp:40</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_ad43b5809c31460b4e7b2fd7680cd1b52"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#ad43b5809c31460b4e7b2fd7680cd1b52">sm::PartitionMatrix::print</a></div><div class="ttdeci">virtual void print(std::ostream &amp;os=std::cout, const char *aipc_label=&quot;&quot;, const char aic_delimCoef=',', const char aic_delimRow=';') const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00276">matching_matrix.hpp:276</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a287f8807a0b9c0066b2f799f2814c721"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a287f8807a0b9c0066b2f799f2814c721">sm::PartitionMatrix::sumPartitionTable</a></div><div class="ttdeci">void sumPartitionTable()</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00087">matching_matrix.hpp:87</a></div></div>
<div class="ttc" id="classsm_1_1_partition_matrix_html_a45ff83ee45420fea6189e90e5f3c93db"><div class="ttname"><a href="classsm_1_1_partition_matrix.html#a45ff83ee45420fea6189e90e5f3c93db">sm::PartitionMatrix::getDiffClassUDiffClusterV</a></div><div class="ttdeci">virtual const T_INSTANCES_CLUSTER_K getDiffClassUDiffClusterV() const</div><div class="ttdef"><b>Definition:</b> <a href="matching__matrix_8hpp_source.html#l00127">matching_matrix.hpp:127</a></div></div>
<div class="ttc" id="classpartition_1_1_partition_html_acb8de7c890e05872858fb7a7aa53b657"><div class="ttname"><a href="classpartition_1_1_partition.html#acb8de7c890e05872858fb7a7aa53b657">partition::Partition::begin</a></div><div class="ttdeci">virtual void begin()=0</div></div>
<div class="ttc" id="classmat_1_1_matrix_row_html_a327235f912ea3d37a02be29159914983"><div class="ttname"><a href="classmat_1_1_matrix_row.html#a327235f912ea3d37a02be29159914983">mat::MatrixRow&lt; T_INSTANCES_CLUSTER_K &gt;::_arrayt_data</a></div><div class="ttdeci">T_INSTANCES_CLUSTER_K * _arrayt_data</div><div class="ttdef"><b>Definition:</b> <a href="matrix_8hpp_source.html#l00531">matrix.hpp:531</a></div></div>
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